Strategically Creating with AI
I’m a strategic creator. Since 2023, I’ve tested AI—first as a developer’s assistant, then as a code writer, and now as an emerging software architect. Lately, I’ve been immersed in the frontiers of agentic AI, prompt design, and minimal-code orchestration—building prototypes that explore what LLMs can do when paired with the right tools and reasoning loops. I’m a systems thinker with a maker’s instinct, driven by curiosity about what’s just now becoming possible.
AI Projects
It started with my golf league. I used LLMs to help me build a website to wrap around my Tableau dashboards showing player stats. Then, I used LLMs to automate the league’s data pipeline in Google BigQuery — a platform I’d never used. Those real-world feats of prompt engineering hooked me.
I’ve created a collection of systems, tools, and experiments with language models—each pushing the boundaries of what’s possible with minimal code and maximum leverage. Projects range from agentic workflows and tool-using assistants to prompt-driven applications.
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Agent Runner – A modular framework for orchestrating LLM agents, powered by low-code configuration and tool integration. -
Chat-to-SQL – Turns natural language into database queries using OpenAI APIs—bridging conversational UX with structured analytics. -
Knowledge Distillation Pipeline – Transforms dense research into structured, AI-usable content for retrieval, summarization, or training. -
Cleveland Cup – End-to-end automation of golf league analytics: BigQuery ETL, Tableau dashboards, and a custom site interface built with LLM help.
Meet the Team: Custom GPTs
I’ve built a modular team of custom GPTs, each with a distinct task, tone, and reasoning style. Anticipating a near future where we all manage teams of AI agents and people, I’ve given the custom GPTs names as well as specialties: prompt engineering, software architecture, Python scripting… and yes, even a golf coach. Together, they form a lightweight multi-agent ecosystem built for real-world collaboration ... and a bit of fun.
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Andy – Software architect helping scope and structure projects. -
Coach Chuck – Golf coach and fitness expert -
Parisa – Prompt engineer optimizing LLM interactions -
Phineas – Python code assistant with a focus on AI integration